Creative Assignment 1: Behavior Detection [pdf]
Data Set: [csv]
Basic Assignment 2: Diagnostic Metrics [pdf]
Data Sets: [csv, 1] [csv, 2]
Creative Assignment 2: Feature Engineering [pdf]
Data Sets: [csv, 1] [csv, 2]
Basic Assignment 3: Bayesian Knowledge Tracing [pdf]
Data Sets: [zipped csv]
Basic Assignment 4: Performance Factors Analysis [pdf]
Data Sets: [xlsx]
Creative Assignment 3: Knowledge Structure [pdf]
Data Sets: [csv]
Basic Assignment 5: Social Network Analysis [pdf]
Data Sets: [txt]
Basic Assignment 6: Correlation Mining [pdf]
Data Sets: [csv, 1] [csv, 2]
Basic Assignment 7: Clustering [pdf]
Data Set: [csv]
Basic Assignment 8: Sequential Pattern Mining I [pdf]
Data Set: [csv]
Creative Assignment 4: Sequential Pattern Mining II [pdf]
Data Set: [zipped txt]
Creative Assignment 5: Visualization [pdf]
Creative Assignment 6: Final Presentation [pdf]